TY - JOUR
T1 - A non-intrusive model-order reduction of geometrically nonlinear structural dynamics using modal derivatives
AU - Karamooz Mahdiabadi, Morteza
AU - Tiso, Paolo
AU - Brandt, Antoine
AU - Rixen, Daniel Jean
N1 - Publisher Copyright:
© 2020 Elsevier Ltd
PY - 2021/1/15
Y1 - 2021/1/15
N2 - Non-intrusive model-order reduction methods are beneficial for reducing the computational costs of dynamic analysis of nonlinear finite element models, developed in programs that do not release nonlinear element forces and Jacobians (e.g., commercial software). One of the key aspects for developing a displacement-based non-intrusive reduced order model is a proper construction of the reduction basis, which has to be small in size, easy to compute, and must span the subspace in which the full solution lives. In this paper, we propose a non-intrusive model order reduction method based on modal derivatives stemming from a selected set of vibration modes of the linearized system. By definition, modal derivatives do not require the knowledge of the applied load. We name this load-independent basis. The method we propose is also simulation-free, meaning that no nonlinear dynamic simulations of the full model are required to construct the reduction basis. The method is tested with three examples of increasing complexity.
AB - Non-intrusive model-order reduction methods are beneficial for reducing the computational costs of dynamic analysis of nonlinear finite element models, developed in programs that do not release nonlinear element forces and Jacobians (e.g., commercial software). One of the key aspects for developing a displacement-based non-intrusive reduced order model is a proper construction of the reduction basis, which has to be small in size, easy to compute, and must span the subspace in which the full solution lives. In this paper, we propose a non-intrusive model order reduction method based on modal derivatives stemming from a selected set of vibration modes of the linearized system. By definition, modal derivatives do not require the knowledge of the applied load. We name this load-independent basis. The method we propose is also simulation-free, meaning that no nonlinear dynamic simulations of the full model are required to construct the reduction basis. The method is tested with three examples of increasing complexity.
KW - Dual modes
KW - Geometric nonlinearity
KW - Modal derivatives
KW - Non-intrusive model order reduction
KW - Nonlinear finite elements
UR - http://www.scopus.com/inward/record.url?scp=85088887811&partnerID=8YFLogxK
U2 - 10.1016/j.ymssp.2020.107126
DO - 10.1016/j.ymssp.2020.107126
M3 - Article
AN - SCOPUS:85088887811
SN - 0888-3270
VL - 147
JO - Mechanical Systems and Signal Processing
JF - Mechanical Systems and Signal Processing
M1 - 107126
ER -